Analysis

How AI Search Decides Which Brands to Name

An assistant asked to recommend a brand does not consult a ranked list. It searches, reads a handful of pages, and writes an answer from what it found. Understanding those three steps explains why brands with large advertising budgets are routinely absent from answers.

By Cristina Harrell · 8 September 2026

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